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072 7 _aCOM014000
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082 0 4 _a004.0151
_223
245 1 0 _aGeometric Science of Information
_h[electronic resource] :
_b6th International Conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, Proceedings, Part I /
_cedited by Frank Nielsen, Frédéric Barbaresco.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXLV, 624 p. 114 illus., 69 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
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338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14071
505 0 _aGeometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications.
520 _aThis book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: geometry and machine learning; divergences and computational information geometry; statistics, topology and shape spaces; geometry and mechanics; geometry, learning dynamics and thermodynamics; quantum information geometry; geometry and biological structures; geometry and applications.
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aComputer vision.
_9163378
650 1 4 _aMathematics of Computing.
_931875
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Engineering and Networks.
_9163379
650 2 4 _aComputer Vision.
_9163380
700 1 _aNielsen, Frank.
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700 1 _aBarbaresco, Frédéric.
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_9163382
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Computer Science,
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856 4 0 _uhttps://doi.org/10.1007/978-3-031-38271-0
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